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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Eye of Skadi | 6 | 28.57% | 100.0 | 66.67% | +53.34% | +33.33% | -66.67% | -19.42% | 30:02 | 25:56 | 27:15 | 27:55 | 32:24 | 36:47 | 05:09 | 03:48 |
 | Buckler | 4 | 19.05% | 97.6 | 75.00% | +57.35% | +25.00% | +25.00% | 0.00% | 32:37 | 30:19 | 30:19 | 31:40 | 32:14 | 36:13 | 01:55 | 01:25 |
 | Ring of Protection | 4 | 19.05% | 97.6 | 75.00% | +57.35% | +25.00% | +25.00% | 0.00% | 32:37 | 30:19 | 30:19 | 31:40 | 32:14 | 36:13 | 01:55 | 01:25 |
 | Assault Cuirass | 4 | 19.05% | 92.9 | 75.00% | +57.35% | +25.00% | +25.00% | 0.00% | 33:45 | 31:00 | 31:00 | 33:12 | 34:10 | 36:36 | 03:10 | 02:20 |
 | Armlet of Mordiggian | 18 | 85.71% | 90.5 | 33.33% | +33.33% | +46.67% | -8.33% | -35.87% | 11:20 | 09:17 | 10:25 | 11:00 | 11:57 | 14:29 | 01:32 | 01:08 |
 | Black King Bar | 18 | 85.71% | 88.1 | 33.33% | +33.33% | +66.67% | -8.33% | -17.79% | 22:19 | 16:50 | 19:31 | 20:04 | 23:44 | 33:25 | 04:13 | 03:07 |
 | Helm of Iron Will | 18 | 85.71% | 85.7 | 33.33% | +33.33% | +46.67% | -33.33% | -48.98% | 10:01 | 07:47 | 09:09 | 09:52 | 10:47 | 13:08 | 01:38 | 01:12 |
 | Crystalys | 6 | 28.57% | 83.3 | 50.00% | +30.00% | 0.00% | -50.00% | -5.76% | 35:07 | 29:23 | 31:13 | 32:51 | 39:54 | 42:19 | 08:41 | 06:25 |
 | Silver Edge | 6 | 28.57% | 81.0 | 50.00% | +30.00% | 0.00% | -50.00% | -5.70% | 35:24 | 29:52 | 31:27 | 33:17 | 40:13 | 42:22 | 08:46 | 06:29 |
 | Power Treads | 20 | 95.24% | 78.6 | 30.00% | +30.00% | +30.00% | -30.00% | -53.73% | 05:51 | 03:38 | 05:04 | 05:32 | 06:11 | 09:20 | 01:07 | 00:49 |
 | Boots of Speed | 21 | 100.00% | 76.2 | 28.57% | +28.57% | +31.43% | -28.57% | -29.03% | 03:57 | 00:57 | 02:45 | 03:59 | 04:49 | 06:34 | 02:04 | 01:31 |
 | Magic Wand | 18 | 85.71% | 73.8 | 27.78% | -5.55% | +12.22% | +22.22% | 6.32% | 02:12 | -01:29 | -01:29 | 00:24 | 03:04 | 13:27 | 04:33 | 03:22 |
 | Shadow Blade | 8 | 38.10% | 71.4 | 37.50% | +14.42% | +62.50% | +12.50% | -5.68% | 26:56 | 19:20 | 21:27 | 24:52 | 30:15 | 34:41 | 08:48 | 06:31 |
 | Yasha | 1 | 4.76% | 69.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 4.76% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 4.76% | 64.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Satanic | 1 | 4.76% | 61.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.76% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.76% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Magic Stick | 14 | 66.67% | 54.8 | 21.43% | -21.43% | +28.57% | -21.43% | -50.00% | -00:47 | -01:30 | -01:29 | -01:29 | -01:27 | 05:30 | 00:02 | 00:01 |
 | Quelling Blade | 14 | 66.67% | 52.4 | 21.43% | -21.43% | +3.57% | -21.43% | 0.00% | -00:59 | -01:30 | -01:29 | -01:29 | -01:29 | 05:26 | 00:00 | 00:00 |
 | Aghanim's Shard | 10 | 47.62% | 50.0 | 20.00% | -16.36% | +13.33% | -20.00% | -5.15% | 32:30 | 20:29 | 29:21 | 33:56 | 35:49 | 45:42 | 06:28 | 04:47 |
 | Heart of Tarrasque | 2 | 9.52% | 47.6 | 50.00% | +23.68% | -50.00% | 0.00% | 0.00% | 22:22 | 20:17 | 20:17 | 24:27 | 24:27 | 24:27 | 04:10 | 03:05 |
 | Refresher Orb | 2 | 9.52% | 45.2 | 50.00% | +23.68% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Sange | 2 | 9.52% | 42.9 | 50.00% | +23.68% | -50.00% | 0.00% | 0.00% | 18:26 | 14:33 | 14:33 | 22:18 | 22:18 | 22:18 | 07:45 | 05:44 |
 | Ring of Health | 2 | 9.52% | 40.5 | 50.00% | +23.68% | -50.00% | 0.00% | 0.00% | 46:50 | 44:50 | 44:50 | 48:49 | 48:49 | 48:49 | 03:59 | 02:57 |
 | Echo Sabre | 12 | 57.14% | 38.1 | 16.67% | -27.77% | +16.66% | -16.67% | -14.08% | 15:09 | 12:14 | 13:35 | 14:36 | 15:57 | 19:26 | 02:22 | 01:45 |
 | Blink Dagger | 12 | 57.14% | 35.7 | 16.67% | -27.77% | -16.67% | -16.67% | 0.00% | 19:48 | 16:45 | 17:12 | 18:07 | 20:22 | 28:17 | 03:10 | 02:20 |
 | Void Stone | 4 | 19.05% | 33.3 | 25.00% | -4.41% | -25.00% | +75.00% | 3.69% | 34:26 | 17:44 | 17:44 | 26:20 | 44:49 | 48:49 | 27:05 | 20:03 |
 | Heaven's Halberd | 1 | 4.76% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.76% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Bracer | 3 | 14.29% | 26.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 02:01 | 00:20 | 00:20 | 01:34 | 04:08 | 04:08 | 03:48 | 02:48 |
 | Blight Stone | 1 | 4.76% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:04 | 01:04 | 01:04 | 01:04 | 01:04 | 01:04 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 4.76% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.76% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.76% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 4.76% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.76% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Mage Slayer | 3 | 14.29% | 9.5 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:26 | 22:25 | 22:25 | 25:05 | 40:49 | 40:49 | 18:24 | 13:37 |
 | Overwhelming Blink | 1 | 4.76% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.76% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Wind Lace | 2 | 9.52% | 2.4 | 0.00% | -31.58% | 0.00% | 0.00% | 0.00% | 11:00 | 04:09 | 04:09 | 17:50 | 17:50 | 17:50 | 13:41 | 10:08 |